Chunming He

60 papers A* 8Misc 1Journal 43Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive blockchain task sharding for reliable V2X incident management.
Reliab. Eng. Syst. Saf.
Meng Feng, Chunming He, Xiaoliang Wang, Lianbao Yang, Pengfei Hu
2026 J jnl
Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration.
CoRR
Fengyang Xiao, Peng Hu, Lei Xu, XingE Guo, Guanyi Qin, Yuqi Shen, Chengyu Fang, Rihan Zhang, Chunming He, Sina Farsiu
2026 J jnl
PRIMA: Pre-training with Risk-integrated Image-Metadata Alignment for Medical Diagnosis via LLM.
CoRR
Yiqing Wang, Chunming He, Ming-Chen Lu, Mercy Pawar, Leslie Niziol, Maria A. Woodward, Sina Farsiu
2026 J jnl
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models.
CoRR
Chengyu Fang, Heng Guo, Zheng Jiang, Chunming He, Xiu Li, Minfeng Xu
2026 J jnl
QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration.
CoRR
Fengyang Xiao, Jingjia Feng, Peng Hu, Dingming Zhang, Lei Xu, Guanyi Qin, Lu Li, Chunming He, Sina Farsiu
2026 J jnl
Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion.
CoRR
Chunming He, Rihan Zhang, Fengyang Xiao, Dingming Zhang, Zhiwen Cao, Sina Farsiu
2025 J jnl
All-Inclusive Image Enhancement for Degraded Images Exhibiting Low-Frequency Corruption.
IEEE Trans. Circuits Syst. Video Technol.
Mingye Ju, Chunming He, Can Ding, Wenqi Ren, Lin Zhang, Kai-Kuang Ma
2025 J jnl
Diffusion Models in Low-Level Vision: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Chunming He, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li
2025 J jnl
Exploiting Discriminative Codebook Prior for Autoregressive Image Generation.
CoRR
Longxiang Tang, Ruihang Chu, Xiang Wang, Yujin Han, Pingyu Wu, Chunming He, Yingya Zhang, Shiwei Zhang, Jiaya Jia
2025 J jnl
IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond.
CoRR
Peng Hu, Chunming He, Lei Xu, Jingduo Tian, Sina Farsiu, Yulun Zhang, Pei Liu, Xiu Li
2025 J jnl
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well.
CoRR
Chengyu Fang, Chunming He, Longxiang Tang, Yuelin Zhang, Chenyang Zhu, Yuqi Shen, Chubin Chen, Guoxia Xu, Xiu Li
2025 A* conf
MultiBooth: Towards Generating All Your Concepts in an Image from Text.
AAAI
Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li
2025 — conf
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results.
CVPR Workshops
Zheng Chen, Jingkai Wang, Kai Liu, Jue Gong, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Jianxing Zhang, Jinlong Wu, Jun Wang, Zheng Xie, Hakjae Jeon, Suejin Han, Hyung-Ju Chun, Hyunhee Park, Zhicun Yin, Junjie Chen, Ming Liu, Xiaoming Li, Chao Zhou, Wangmeng Zuo, Weixia Zhang, Dingquan Li, Kede Ma, Yun Zhang, Zhuofan Zheng, Yuyue Liu, Shizhen Tang, Zihao Zhang, Yi Ning, Hao Jiang, Wenjie An, Kangmeng Yu, Chenyang Wang, Kui Jiang, Xianming Liu, Junjun Jiang, Yingfu Zhang, Gang He, Siqi Wang, Kepeng Xu, Zhenyang Liu, Changxin Zhou, Shanlan Shen, Yubo Duan, Yiang Chen, Jin Guo, Mengru Yang, Jen-Wei Lee, Chia-Ming Lee, Chih-Chung Hsu, Hu Peng, Chunming He
2025 J jnl
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results.
CoRR
Zheng Chen, Jingkai Wang, Kai Liu, Jue Gong, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Jianxing Zhang, Jinlong Wu, Jun Wang, Zheng Xie, Hakjae Jeon, Suejin Han, Hyung-Ju Chun, Hyunhee Park, Zhicun Yin, Junjie Chen, Ming Liu, Xiaoming Li, Chao Zhou, Wangmeng Zuo, Weixia Zhang, Dingquan Li, Kede Ma, Yun Zhang, Zhuofan Zheng, Yuyue Liu, Shizhen Tang, Zihao Zhang, Yi Ning, Hao Jiang, Wenjie An, Kangmeng Yu, Chenyang Wang, Kui Jiang, Xianming Liu, Junjun Jiang, Yingfu Zhang, Gang He, Siqi Wang, Kepeng Xu, Zhenyang Liu, Changxin Zhou, Shanlan Shen, Yubo Duan, Yiang Chen, Jin Guo, Mengru Yang, Jen-Wei Lee, Chia-Ming Lee, Chih-Chung Hsu, Hu Peng, Chunming He
2025 J jnl
Nested Unfolding Network for Real-World Concealed Object Segmentation.
CoRR
Chunming He, Rihan Zhang, Dingming Zhang, Fengyang Xiao, Deng-Ping Fan, Sina Farsiu
2025 A* conf
RUN: Reversible Unfolding Network for Concealed Object Segmentation.
ICML
Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu
2025 J jnl
RUN: Reversible Unfolding Network for Concealed Object Segmentation.
CoRR
Chunming He, Rihan Zhang, Fengyang Xiao, Chenyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu
2025 A* conf
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.
ICLR
Chunming He, Chengyu Fang, Yulun Zhang, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo, Xiu Li, Sina Farsiu
2025 J jnl
Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement.
CoRR
Chunming He, Fengyang Xiao, Rihan Zhang, Chengyu Fang, Deng-Ping Fan, Sina Farsiu
2025 J jnl
SCALER: SAM-Enhanced Collaborative Learning for Label-Deficient Concealed Object Segmentation.
CoRR
Chunming He, Rihan Zhang, Longxiang Tang, Ziyun Yang, Kai Li, Deng-Ping Fan, Sina Farsiu
2025 J jnl
Segment Concealed Objects With Incomplete Supervision.
IEEE Trans. Pattern Anal. Mach. Intell.
Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu
2025 J jnl
Segment Concealed Objects with Incomplete Supervision.
CoRR
Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu
2025 J jnl
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement.
CoRR
Yuqi Shen, Fengyang Xiao, Sujie Hu, Youwei Pang, Yifan Pu, Chengyu Fang, Xiu Li, Chunming He
2025 J jnl
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration.
CoRR
Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Sina Farsiu
2025 J jnl
UnfoldLDM: Deep Unfolding-based Blind Image Restoration with Latent Diffusion Priors.
CoRR
Chunming He, Rihan Zhang, Zheng Chen, Bowen Yang, Chengyu Fang, Yunlong Lin, Fengyang Xiao, Sina Farsiu
2024 J jnl
A Survey of Camouflaged Object Detection and Beyond.
CoRR
Fengyang Xiao, Sujie Hu, Yuqi Shen, Chengyu Fang, Jinfa Huang, Chunming He, Longxiang Tang, Ziyun Yang, Xiu Li
2024 J jnl
Concealed Object Segmentation with Hierarchical Coherence Modeling.
CoRR
Fengyang Xiao, Pan Zhang, Chunming He, Runze Hu, Yutao Liu
2024 J jnl
DM-Fusion: Deep Model-Driven Network for Heterogeneous Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Guoxia Xu, Chunming He, Hao Wang, Hu Zhu, Weiping Ding
2024 J jnl
Diffusion Models in Low-Level Vision: A Survey.
CoRR
Chunming He, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li
2024 J jnl
HDDGAN: A Heterogeneous Dual-Discriminator Generative Adversarial Network for Infrared and Visible Image Fusion.
CoRR
Guosheng Lu, Zile Fang, Chunming He, Zhigang Zhao
2024 J jnl
HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance.
IEEE Trans. Neural Networks Learn. Syst.
Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Yaowei Wang, Xiu Li
2024 — conf
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models.
ECCV (36)
Longxiang Tang, Zhuotao Tian, Kai Li, Chunming He, Hantao Zhou, Hengshuang Zhao, Xiu Li, Jiaya Jia
2024 J jnl
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models.
CoRR
Longxiang Tang, Zhuotao Tian, Kai Li, Chunming He, Hantao Zhou, Hengshuang Zhao, Xiu Li, Jiaya Jia
2024 J jnl
MultiBooth: Towards Generating All Your Concepts in an Image from Text.
CoRR
Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li
2024 J jnl
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network.
CoRR
Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li
2024 A* conf
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network.
NeurIPS
Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li
2024 A* conf
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects.
ICLR
Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Chenyu You, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu
2023 A* conf
Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction.
CVPR
Chunming He, Kai Li, Yachao Zhang, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li
2023 — conf
Concealed Object Segmentation with Hierarchical Coherence Modeling.
CICAI (1)
Fengyang Xiao, Pan Zhang, Chunming He, Runze Hu, Yutao Liu
2023 — conf
Consistency Regularization for Generalizable Source-free Domain Adaptation.
ICCV (Workshops)
Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li
2023 J jnl
Consistency Regularization for Generalizable Source-free Domain Adaptation.
CoRR
Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li
2023 A* conf
Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion.
ICCV
Chunming He, Kai Li, Guoxia Xu, Yulun Zhang, Runze Hu, Zhenhua Guo, Xiu Li
2023 J jnl
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance.
CoRR
Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Xiu Li, Yaowei Wang
2023 J jnl
IVF-Net: An Infrared and Visible Data Fusion Deep Network for Traffic Object Enhancement in Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Mingye Ju, Chunming He, Juping Liu, Bin Kang, Jian Su, Dengyin Zhang
2023 J jnl
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.
CoRR
Chunming He, Chengyu Fang, Yulun Zhang, Kai Li, Longxiang Tang, Chenyu You, Fengyang Xiao, Zhenhua Guo, Xiu Li
2023 — conf
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher.
MICCAI (1)
Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li
2023 J jnl
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher.
CoRR
Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li
2023 J jnl
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects.
CoRR
Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu
2023 J jnl
The product quality inspection scheme based on software-defined edge intelligent controller in industrial internet of things.
J. Cloud Comput.
Pengfei Hu, Chunming He, Yiming Zhu, Tianhui Li
2023 Misc conf
Towards Realizing the Value of Labeled Target Samples: A Two-Stage Approach for Semi-Supervised Domain Adaptation.
ICASSP
Mengqun Jin, Kai Li, Shuyan Li, Chunming He, Xiu Li
2023 J jnl
Towards Realizing the Value of Labeled Target Samples: a Two-Stage Approach for Semi-Supervised Domain Adaptation.
CoRR
Mengqun Jin, Kai Li, Shuyan Li, Chunming He, Xiu Li
2023 A* conf
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping.
NeurIPS
Chunming He, Kai Li, Yachao Zhang, Guoxia Xu, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li
2023 J jnl
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping.
CoRR
Chunming He, Kai Li, Yachao Zhang, Guoxia Xu, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li
2022 J jnl
Multi-modal sequence learning for Alzheimer's disease progression prediction with incomplete variable-length longitudinal data.
Medical Image Anal.
Lei Xu, Hui Wu, Chunming He, Jun Wang, Changqing Zhang, Feiping Nie, Lei Chen
2022 J jnl
PcGAN: A Noise Robust Conditional Generative Adversarial Network for One Shot Learning.
IEEE Trans. Intell. Transp. Syst.
Lizhen Deng, Chunming He, Guoxia Xu, Hu Zhu, Hao Wang
2022 — conf
The Scheme and System Architecture of Product Quality Inspection based on Software-Defined Edge Intelligent Controller (SD-EIC) in Industrial Internet of Things.
SmartIoT
Pengfei Hu, Chunming He, Yiming Zhu
2021 J jnl
Vector co-occurrence morphological edge detection for colour image.
IET Image Process.
Ying Lu, Chunming He, Yu-Feng Yu, Guoxia Xu, Hu Zhu, Lizhen Deng
2020 — conf
Infrared and visible image fusion based on local gradient constraints.
iThings/GreenCom/CPSCom/SmartData/Cybermatics
Guosheng Lu, Chunming He, Lei Xu, Jinlei Ren, Guoxia Xu, Haiming Zhao
2020 J jnl
Software-Defined Edge Computing (SDEC): Principle, Open IoT System Architecture, Applications, and Challenges.
IEEE Internet Things J.
Pengfei Hu, Wai Chen, Chunming He, Yiping Li, Huansheng Ning
2019 — conf
Image Threshold Segmentation Based on GLLE Histogram.
iThings/GreenCom/CPSCom/SmartData
Chunming He, Xiaobo Wang, Lizhen Deng, Guoxia Xu